20 | Personal AI / exocortex¶
Bottleneck¶
Memory/privacy/dependence, objective alignment
Backchain¶
- Foundations I: W1 information, causal, security
- Foundations II: W2 human factors/security
- Specialization: AI and autonomous science
First proof of work¶
Personal knowledge agent with provenance, memory boundaries and adversarial privacy audit
Connected study¶
Editorial study connections grounded in the existing technology bottlenecks and subject descriptions. Background is useful preparation, not a validated prerequisite or a complete technology curriculum.
Specific subject connections have not been mapped yet.